problexity—An open-source Python library for supervised learning problem complexity assessment

Komorniczak, Joanna and Ksieniewicz, Paweł

Neurocomputing, 2023
W ramach projektu MOO

Imbalanced Data Stream Classification Assisted by Prior Probability Estimation

Komorniczak, Joanna and Zyblewski, Pawel and Ksieniewicz, Pawel

2022 International Joint Conference on Neural Networks (IJCNN), 2022
W ramach projektu IDSTREAM

Statistical Drift Detection Ensemble for batch processing of data streams

Komorniczak, Joanna and Zyblewski, Paweł and Ksieniewicz, Paweł

Knowledge-Based Systems, 2022
W ramach projektu IDSTREAM

Inductive Parallel Learning for Multiple Classification Problems

Borek, Weronika and Ksieniewicz, Pawel

2022 International Joint Conference on Neural Networks (IJCNN), 2022

Concept drift detector based on centroid distance analysis

Klikowski, Jakub

2022 International Joint Conference on Neural Networks (IJCNN), 2022
W ramach projektu IDSTREAM

The prior probability in the batch classification of imbalanced data streams

Ksieniewicz, Paweł

Neurocomputing, 2021
W ramach projektu IDSTREAM

Fusion of linear base classifiers in geometric space

Ksieniewicz, Paweł and Zyblewski, Paweł and Burduk, Robert

Knowledge-Based Systems, 2021

Hellinger Distance Weighted Ensemble for imbalanced data stream classification

Grzyb, Joanna and Klikowski, Jakub and Woźniak, Michał

Journal of Computational Science, 2021
W ramach projektu IDSTREAM

Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

Ksieniewicz, Pawel

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Klikowski, Jakub and Woźniak, Michał

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Data stream classification using active learned neural networks

Ksieniewicz, Paweł and Woźniak, Michał and Cyganek, Bogusław and Kasprzak, Andrzej and Walkowiak, Krzysztof

Neurocomputing, 2019

Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble

Zyblewski, Paweł and Ksieniewicz, Paweł and Woźniak, Michał

Lecture Notes in Computer Science, 2019
W ramach projektu IDSTREAM